About Me

My name is Emmanuel St-Martin, and I'm currently a PhD student in Computer Science at Mila – Quebec AI Institute and Université de Montréal, advised by Prof. Glen Berseth.

Research Focus

My research interests are primarily in the areas of:

• Reinforcement Learning: Especially interested in improving sample efficiency and generalization through techniques like model-based RL, offline RL, and representation learning.

• Robotics: Applying machine learning to enable robots to learn complex manipulation skills and interact intelligently with the physical world.

• Computer Vision: Developing perception systems that allow robots to understand their environment.

I am driven by the challenge of creating autonomous agents that can learn and adapt in real-world scenarios, moving beyond simulated environments.

Background

• PhD Candidate in Computer Science, Mila / Université de Montréal (Present)

• MSc in Computer Science, Mila / Université de Montréal ([Year])

  • Thesis: [Your Thesis Title or Area]

• BSc in [Your Field], Your University

• [Optional: Relevant Work Experience]

Contact

You can reach me via email at: your.email [at] example.com (replace with your actual email).

You can also find me on:

• GitHub

• LinkedIn

• Twitter

• Google Scholar

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